AI API Security Specialist
AI API Security Specialists protect the critical interfaces between AI models and the applications, users, and systems that consum…
Skill Guide
API authentication and authorization design is the systematic process of verifying client identity (authentication) and defining granular access rights to resources (authorization) using protocols like OAuth 2.0, API keys, mTLS, and JWT.
Scenario
You need to secure a public weather data API so only registered developers can access it, and you can track usage per key.
Scenario
You are building a Single Page Application (e.g., a project management tool) that needs to access user-specific data from a third-party API like GitHub or Google.
Scenario
Design the authentication backbone for a microservices architecture where all internal service-to-service communication must be mutually authenticated and encrypted.
OAuth 2.0/OIDC is the industry standard for delegated authorization and federated identity. JWT is the dominant token format for stateless claims. mTLS is used for high-security, machine-to-machine authentication. API keys are for simpler public API access control.
These are platforms that implement the OAuth 2.0/OIDC server-side logic, user management, and token issuance. They are used to avoid building complex auth systems from scratch.
Framework-specific libraries that handle the parsing, validation, and extraction of claims from tokens (like JWT) in application code.
OPA is used for fine-grained, externalized authorization logic (e.g., 'Can user X in role Y perform action Z on resource Q?'). Vault is used for securely storing and rotating secrets like API keys, OAuth client secrets, and mTLS certificates.
Answer Strategy
Structure your answer around security, token lifecycle, and auditability. Emphasize that Client Credentials grant uses short-lived tokens, enabling automatic rotation and a centralized audit log at the authorization server. API keys are long-lived secrets that, if compromised, grant indefinite access and are harder to rotate without client downtime. Sample Answer: 'For internal service-to-service auth, I'd prefer Client Credentials. It provides short-lived tokens, reducing the blast radius of a key leak, and centralizes access policy and logging at the authorization server. An API key is a static secret that's harder to rotate securely and offers less granular observability.'
Answer Strategy
The core competency tested is understanding cryptographic trade-offs and security implications. Counter the performance argument with the critical security flaw of symmetric signing in a distributed system. Sample Answer: 'I would strongly advise against this. HS256 uses a shared secret. In a distributed system where multiple services need to verify the token, every service must have the secret key, massively increasing the attack surface. RS256 uses a public/private key pair; only the auth server holds the private key to sign, while any service can verify with the public key. The marginal performance gain of HS256 is not worth the severe security downgrade.'
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